Triple

T735133
Position Surface form Disambiguated ID Type / Status
Subject Affordable Care Act E14911 entity
Predicate containsTitle P3254 FINISHED
Object Title VIII Community Living Assistance Services and Supports
Title VIII Community Living Assistance Services and Supports was a voluntary, federally administered long-term care insurance program created under the Affordable Care Act to help individuals with functional limitations finance community-based living and support services.
E87675 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Title VIII Community Living Assistance Services and Supports | Statement: [Affordable Care Act, containsTitle, Title VIII Community Living Assistance Services and Supports]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title VIII Community Living Assistance Services and Supports
Context triple: [Affordable Care Act, containsTitle, Title VIII Community Living Assistance Services and Supports]
  • A. Title VIII
    Title VIII is the section of the Civil Rights Act of 1968 commonly known as the Fair Housing Act, which prohibits discrimination in the sale, rental, and financing of housing.
  • B. Section 811 Supportive Housing for Persons with Disabilities Program
    The Section 811 Supportive Housing for Persons with Disabilities Program is a federal initiative that provides affordable, community-based rental housing and supportive services to very low-income adults with disabilities in the United States.
  • C. Administration for Community Living
    The Administration for Community Living is a U.S. federal agency that promotes the independence, well-being, and community participation of older adults and people with disabilities through programs, services, and advocacy.
  • D. Section 202 Supportive Housing for the Elderly Program
    Section 202 Supportive Housing for the Elderly Program is a federal initiative that funds the development and rental assistance of affordable, supportive housing for very low-income older adults in the United States.
  • E. Section 8 Housing Choice Voucher Program
    The Section 8 Housing Choice Voucher Program is a federal rental assistance initiative that helps low-income families, the elderly, and people with disabilities afford safe, decent housing in the private market.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Title VIII Community Living Assistance Services and Supports
Triple: [Affordable Care Act, containsTitle, Title VIII Community Living Assistance Services and Supports]
Generated description
Title VIII Community Living Assistance Services and Supports was a voluntary, federally administered long-term care insurance program created under the Affordable Care Act to help individuals with functional limitations finance community-based living and support services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title VIII Community Living Assistance Services and Supports
Target entity description: Title VIII Community Living Assistance Services and Supports was a voluntary, federally administered long-term care insurance program created under the Affordable Care Act to help individuals with functional limitations finance community-based living and support services.
  • A. Title VIII
    Title VIII is the section of the Civil Rights Act of 1968 commonly known as the Fair Housing Act, which prohibits discrimination in the sale, rental, and financing of housing.
  • B. Section 811 Supportive Housing for Persons with Disabilities Program
    The Section 811 Supportive Housing for Persons with Disabilities Program is a federal initiative that provides affordable, community-based rental housing and supportive services to very low-income adults with disabilities in the United States.
  • C. Administration for Community Living
    The Administration for Community Living is a U.S. federal agency that promotes the independence, well-being, and community participation of older adults and people with disabilities through programs, services, and advocacy.
  • D. Section 202 Supportive Housing for the Elderly Program
    Section 202 Supportive Housing for the Elderly Program is a federal initiative that funds the development and rental assistance of affordable, supportive housing for very low-income older adults in the United States.
  • E. Section 8 Housing Choice Voucher Program
    The Section 8 Housing Choice Voucher Program is a federal rental assistance initiative that helps low-income families, the elderly, and people with disabilities afford safe, decent housing in the private market.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a4934d9930819099eed80096b0597d completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a5d8c6148190a468f2d95f7ec91f completed March 1, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69a64a5f0de4819083457c86e5e93ba0 completed March 3, 2026, 2:41 a.m.
NEDg Description generation batch_69a64b03246081908c20445a7a401008 completed March 3, 2026, 2:44 a.m.
NED2 Entity disambiguation (via description) batch_69a64b4e9cec8190a3dcc378f853be0d completed March 3, 2026, 2:45 a.m.
Created at: March 1, 2026, 7:37 p.m.